Visualize: None Description: "Due to the fact that we use mean-pooling, our approach may lend itself to interpretations of the bias in a model on average across contexts." "While these works have provided nuanced finegrained analyses by creating new interpretability schema/techniques, we instead take an alternate approach of trying to re-purpose methods developed for analyzing static word embeddings."